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EEGSym: Overcoming Inter-subject Variability in Motor Imagery Based BCIs with Deep Learning
Perez-Velasco, Sergio, Santamaria-Vazquez, Eduardo, Martinez-Cagigal, Victor, Marcos-Martinez, Diego, Hornero, Roberto
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
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Prototype Learning for Medical Time Series Classification via Human–Machine Collaboration
Xie, Jia, Wang, Zhu, Yu, Zhiwen, Ding, Yasan, Guo, Bin
Published in Sensors (Basel, Switzerland) (01.04.2024)
Published in Sensors (Basel, Switzerland) (01.04.2024)
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Multi-Task Heterogeneous Ensemble Learning-Based Cross-Subject EEG Classification Under Stroke Patients
Lee, Minji, Park, Hyeong-Yeong, Park, Wanjoo, Kim, Keun-Tae, Kim, Yun-Hee, Jeong, Ji-Hoon
Published in IEEE transactions on neural systems and rehabilitation engineering (2024)
Published in IEEE transactions on neural systems and rehabilitation engineering (2024)
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An extended variational autoencoder for cross-subject electromyograph gesture recognition
Zhang, Zhen, Ming, Yuewei, Shen, Quming, Wang, Yanyu, Zhang, Yuhui
Published in Biomedical signal processing and control (01.01.2025)
Published in Biomedical signal processing and control (01.01.2025)
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Block-Wise Domain Adaptation for Workload Prediction from fNIRS Data
Wang, Jiyang, Altay, Ayse, Hirshfield, Leanne, Velipasalar, Senem
Published in Sensors (Basel, Switzerland) (07.06.2025)
Published in Sensors (Basel, Switzerland) (07.06.2025)
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Decoding of the speech envelope from EEG using the VLAAI deep neural network
Accou, Bernd, Vanthornhout, Jonas, hamme, Hugo Van, Francart, Tom
Published in Scientific reports (16.01.2023)
Published in Scientific reports (16.01.2023)
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A novel EEG-based graph convolution network for depression detection: Incorporating secondary subject partitioning and attention mechanism
Zhang, Zhongyi, Meng, Qinghao, Jin, LiCheng, Wang, Hanguang, Hou, Huirang
Published in Expert systems with applications (01.04.2024)
Published in Expert systems with applications (01.04.2024)
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Toward subject-specific evaluation: methods of evaluating finite element brain models using experimental high-rate rotational brain motion
Alshareef, Ahmed, Wu, Taotao, Giudice, J. Sebastian, Panzer, Matthew B.
Published in Biomechanics and modeling in mechanobiology (01.12.2021)
Published in Biomechanics and modeling in mechanobiology (01.12.2021)
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Predicting speech intelligibility from EEG in a non-linear classification paradigm
Accou, Bernd, Jalilpour Monesi, Mohammad, Van hamme, Hugo, Francart, Tom
Published in Journal of neural engineering (01.12.2021)
Published in Journal of neural engineering (01.12.2021)
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